[GitHub] incubator-predictionio-template-attribute-based-classifier pull request #11:...
GitHub user takezoe opened a pull request: https://github.com/apache/incubator-predictionio-template-attribute-based-classifier/pull/11 Fix use of case class You can merge this pull request into a Git repository by running: $ git pull https://github.com/takezoe/incubator-predictionio-template-attribute-based-classifier fix-caseclass Alternatively you can review and apply these changes as the patch at: https://github.com/apache/incubator-predictionio-template-attribute-based-classifier/pull/11.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #11 commit 795ff60267feeeaee5d8d759baf1c4cb1d3dce54 Author: Naoki Takezoe Date: 2017-07-14T05:54:29Z Fix use of case class --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio pull request #411: Fix use of case class in classific...
GitHub user takezoe opened a pull request: https://github.com/apache/incubator-predictionio/pull/411 Fix use of case class in classification examples (docs) According to this template fix: https://github.com/apache/incubator-predictionio-template-attribute-based-classifier/pull/11 You can merge this pull request into a Git repository by running: $ git pull https://github.com/takezoe/incubator-predictionio fix-classification-caseclass-docs Alternatively you can review and apply these changes as the patch at: https://github.com/apache/incubator-predictionio/pull/411.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #411 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio-template-recommender issue #18: Fix use of case class
Github user shimamoto commented on the issue: https://github.com/apache/incubator-predictionio-template-recommender/pull/18 LGTM! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio pull request #410: Fix use of case class in classific...
GitHub user takezoe opened a pull request: https://github.com/apache/incubator-predictionio/pull/410 Fix use of case class in classification examples According to this template fix: https://github.com/apache/incubator-predictionio-template-attribute-based-classifier/pull/11 You can merge this pull request into a Git repository by running: $ git pull https://github.com/takezoe/incubator-predictionio fix-classification-caseclass Alternatively you can review and apply these changes as the patch at: https://github.com/apache/incubator-predictionio/pull/410.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #410 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio issue #408: Fix use of case class in recommendation e...
Github user shimamoto commented on the issue: https://github.com/apache/incubator-predictionio/pull/408 LGTM! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio-template-attribute-based-classifier issue #11: Fix us...
Github user shimamoto commented on the issue: https://github.com/apache/incubator-predictionio-template-attribute-based-classifier/pull/11 LGTM! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio issue #411: Fix use of case class in classification e...
Github user shimamoto commented on the issue: https://github.com/apache/incubator-predictionio/pull/411 LGTM! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio issue #410: Fix use of case class in classification e...
Github user shimamoto commented on the issue: https://github.com/apache/incubator-predictionio/pull/410 LGTM! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. ---
[GitHub] incubator-predictionio issue #409: Fix use of case class in recommendation e...
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[jira] [Created] (PIO-105) Batch Predictions
Mars Hall created PIO-105:
-
Summary: Batch Predictions
Key: PIO-105
URL: https://issues.apache.org/jira/browse/PIO-105
Project: PredictionIO
Issue Type: New Feature
Components: Core
Reporter: Mars Hall
Assignee: Mars Hall
Implement a new {{pio batchpredict}} command to enable massive, fast, batch
predictions from a trained model. Read a multi-object JSON file as the input
format, with one query object per line. Similarly, write results to a
multi-object JSON file, with one prediction result + its original query per
line.
Currently getting bulk predictions from PredictionIO is possible with either:
* a {{pio eval}} script, which will always train a fresh, unvalidated model
before getting predictions
* a custom script that hits the {{queries.json}} HTTP API, which is a serious
bottleneck when requesting hundreds-of-thousands or millions of predictions
Neither of these existing bulk-prediction hacks are adequate for the reasons
mentioned.
It's time for this use-case to be a firstclass command :D
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[jira] [Updated] (PIO-105) Batch Predictions
[
https://issues.apache.org/jira/browse/PIO-105?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Mars Hall updated PIO-105:
--
External issue URL:
https://github.com/apache/incubator-predictionio/pull/412
Description:
Implement a new {{pio batchpredict}} command to enable massive, fast, batch
predictions from a trained model. Read a multi-object JSON file as the input
format, with one query object per line. Similarly, write results to a
multi-object JSON file, with one prediction result + its original query per
line.
Currently getting bulk predictions from PredictionIO is possible with either:
* a {{pio eval}} script, which will always train a fresh, unvalidated model
before getting predictions
* a custom script that hits the {{queries.json}} HTTP API, which is a serious
bottleneck when requesting hundreds-of-thousands or millions of predictions
Neither of these existing bulk-prediction hacks are adequate for the reasons
mentioned.
It's time for this use-case to be a firstclass command :D
Pull request https://github.com/apache/incubator-predictionio/pull/412
was:
Implement a new {{pio batchpredict}} command to enable massive, fast, batch
predictions from a trained model. Read a multi-object JSON file as the input
format, with one query object per line. Similarly, write results to a
multi-object JSON file, with one prediction result + its original query per
line.
Currently getting bulk predictions from PredictionIO is possible with either:
* a {{pio eval}} script, which will always train a fresh, unvalidated model
before getting predictions
* a custom script that hits the {{queries.json}} HTTP API, which is a serious
bottleneck when requesting hundreds-of-thousands or millions of predictions
Neither of these existing bulk-prediction hacks are adequate for the reasons
mentioned.
It's time for this use-case to be a firstclass command :D
> Batch Predictions
> -
>
> Key: PIO-105
> URL: https://issues.apache.org/jira/browse/PIO-105
> Project: PredictionIO
> Issue Type: New Feature
> Components: Core
>Reporter: Mars Hall
>Assignee: Mars Hall
>
> Implement a new {{pio batchpredict}} command to enable massive, fast, batch
> predictions from a trained model. Read a multi-object JSON file as the input
> format, with one query object per line. Similarly, write results to a
> multi-object JSON file, with one prediction result + its original query per
> line.
> Currently getting bulk predictions from PredictionIO is possible with either:
> * a {{pio eval}} script, which will always train a fresh, unvalidated model
> before getting predictions
> * a custom script that hits the {{queries.json}} HTTP API, which is a serious
> bottleneck when requesting hundreds-of-thousands or millions of predictions
> Neither of these existing bulk-prediction hacks are adequate for the reasons
> mentioned.
> It's time for this use-case to be a firstclass command :D
> Pull request https://github.com/apache/incubator-predictionio/pull/412
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[jira] [Commented] (PIO-105) Batch Predictions
[
https://issues.apache.org/jira/browse/PIO-105?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16088312#comment-16088312
]
ASF GitHub Bot commented on PIO-105:
GitHub user mars opened a pull request:
https://github.com/apache/incubator-predictionio/pull/412
Batch Predictions
JIRA issue [PIO-105](https://issues.apache.org/jira/browse/PIO-105)
Provides a new `pio batchpredict` command.
Reads from multi-object JSON input file. Example:
```json
{"user":"1"}
{"user":"2"}
{"user":"3"}
{"user":"4"}
{"user":"5"}
```
Writes to multi-object JSON output file (actually Hadoop partition files).
Example:
```json
{"query":{"user":"1"},"prediction":{"itemScores":[{"item":"1","score":33},{"item":"2","score":32}]}}
{"query":{"user":"2"},"prediction":{"itemScores":[{"item":"5","score":55},{"item":"3","score":28}]}}
{"query":{"user":"3"},"prediction":{"itemScores":[{"item":"2","score":16},{"item":"3","score":12}]}}
{"query":{"user":"4"},"prediction":{"itemScores":[{"item":"3","score":19},{"item":"1","score":18}]}}
{"query":{"user":"5"},"prediction":{"itemScores":[{"item":"1","score":24},{"item":"4","score":14}]}}
```
See the included [console usage
help](#diff-2cf174557564e09d52157be8e839fecf)
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/mars/incubator-predictionio batch-predict
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/incubator-predictionio/pull/412.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #412
commit 99ee6493bddc8f02aee384f3a2db27c6ae3f68cc
Author: Mars Hall
Date: 2017-07-13T00:12:25Z
Implement BatchPredict
commit c205357498e4a4a745810b04130c5bbad78f8686
Author: Mars Hall
Date: 2017-07-14T22:29:26Z
Improve console help for batch predict.
commit 93f7ed3e5ed10155a688a032e367793d75fa116a
Author: Mars Hall
Date: 2017-07-14T22:46:30Z
Undo experimental change to publish tools artifact
> Batch Predictions
> -
>
> Key: PIO-105
> URL: https://issues.apache.org/jira/browse/PIO-105
> Project: PredictionIO
> Issue Type: New Feature
> Components: Core
>Reporter: Mars Hall
>Assignee: Mars Hall
>
> Implement a new {{pio batchpredict}} command to enable massive, fast, batch
> predictions from a trained model. Read a multi-object JSON file as the input
> format, with one query object per line. Similarly, write results to a
> multi-object JSON file, with one prediction result + its original query per
> line.
> Currently getting bulk predictions from PredictionIO is possible with either:
> * a {{pio eval}} script, which will always train a fresh, unvalidated model
> before getting predictions
> * a custom script that hits the {{queries.json}} HTTP API, which is a serious
> bottleneck when requesting hundreds-of-thousands or millions of predictions
> Neither of these existing bulk-prediction hacks are adequate for the reasons
> mentioned.
> It's time for this use-case to be a firstclass command :D
--
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[GitHub] incubator-predictionio pull request #412: Batch Predictions
GitHub user mars opened a pull request:
https://github.com/apache/incubator-predictionio/pull/412
Batch Predictions
JIRA issue [PIO-105](https://issues.apache.org/jira/browse/PIO-105)
Provides a new `pio batchpredict` command.
Reads from multi-object JSON input file. Example:
```json
{"user":"1"}
{"user":"2"}
{"user":"3"}
{"user":"4"}
{"user":"5"}
```
Writes to multi-object JSON output file (actually Hadoop partition files).
Example:
```json
{"query":{"user":"1"},"prediction":{"itemScores":[{"item":"1","score":33},{"item":"2","score":32}]}}
{"query":{"user":"2"},"prediction":{"itemScores":[{"item":"5","score":55},{"item":"3","score":28}]}}
{"query":{"user":"3"},"prediction":{"itemScores":[{"item":"2","score":16},{"item":"3","score":12}]}}
{"query":{"user":"4"},"prediction":{"itemScores":[{"item":"3","score":19},{"item":"1","score":18}]}}
{"query":{"user":"5"},"prediction":{"itemScores":[{"item":"1","score":24},{"item":"4","score":14}]}}
```
See the included [console usage
help](#diff-2cf174557564e09d52157be8e839fecf)
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/mars/incubator-predictionio batch-predict
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/incubator-predictionio/pull/412.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #412
commit 99ee6493bddc8f02aee384f3a2db27c6ae3f68cc
Author: Mars Hall
Date: 2017-07-13T00:12:25Z
Implement BatchPredict
commit c205357498e4a4a745810b04130c5bbad78f8686
Author: Mars Hall
Date: 2017-07-14T22:29:26Z
Improve console help for batch predict.
commit 93f7ed3e5ed10155a688a032e367793d75fa116a
Author: Mars Hall
Date: 2017-07-14T22:46:30Z
Undo experimental change to publish tools artifact
---
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enabled and wishes so, or if the feature is enabled but not working, please
contact infrastructure at infrastruct...@apache.org or file a JIRA ticket
with INFRA.
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[jira] [Commented] (PIO-101) Document usage of Plug-in of event server and engine server
[ https://issues.apache.org/jira/browse/PIO-101?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16088478#comment-16088478 ] Kenneth Chan commented on PIO-101: -- agree > Document usage of Plug-in of event server and engine server > --- > > Key: PIO-101 > URL: https://issues.apache.org/jira/browse/PIO-101 > Project: PredictionIO > Issue Type: Task > Components: Documentation >Reporter: Kenneth Chan > > see > http://mail-archives.apache.org/mod_mbox/incubator-predictionio-dev/201706.mbox/%3CCAF_HxLtEonOVALSQgrCRGXctAbL7eypxwG0ErHpaBJJym15j5Q%40mail.gmail.com%3E -- This message was sent by Atlassian JIRA (v6.4.14#64029)
